Word informativity influences acoustic duration: effects of contextual predictability on lexical representation.
نویسنده
چکیده
Language-users reduce words in predictable contexts. Previous research indicates that reduction may be stored in lexical representation if a word is often reduced. Because representation influences production regardless of context, production should be biased by how often each word has been reduced in the speaker's prior experience. This study investigates whether speakers have a context-independent bias to reduce low-informativity words, which are usually predictable and therefore usually reduced. Content word durations were extracted from the Buckeye and Switchboard speech corpora, and analyzed for probabilistic reduction effects using a language model based on spontaneous speech in the Fisher corpus. The analysis supported the hypothesis: low-informativity words have shorter durations, even when the effects of local contextual predictability, frequency, speech rate, and several other variables are controlled for. Additional models that compared word types against only other words of the same segmental length further supported this conclusion. Words that usually appear in predictable contexts are reduced in all contexts, even those in which they are unpredictable. The result supports representational models in which reduction is stored, and where sufficiently frequent reduction biases later production. The finding provides new evidence that probabilistic reduction interacts with lexical representation.
منابع مشابه
Influences of Contextual Predictability and Lexical Prosody on Estonian Word Duration
The article investigates how different factors such as word predictability and part of speech may affect word duration in Estonian speech. The material comes from corpora of read texts. On the example of the five most frequent words in the material (eesti 'Estonian', ei 'not', ja 'and', on 'is; are', see 'it; this') the correlation of the predictability and duration of words is studied. It is c...
متن کاملEye movements and processing stages in reading: relative contribution of visual, lexical, and contextual factors.
The independent and the combined influence of word length, word frequency, and contextual predictability on eye movements in reading was examined across processing stages under two priming-context conditions. Length, frequency, and predictability were used as predictors in multiple regression analyses, with parafoveal, early, late, and spillover eye movement measures as the dependent variables....
متن کاملEstimating the effect of word predictability on eye movements in Chinese reading using latent semantic analysis and transitional probability.
Latent semantic analysis (LSA) and transitional probability (TP), two computational methods used to reflect lexical semantic representation from large text corpora, were employed to examine the effects of word predictability on Chinese reading. Participants' eye movements were monitored, and the influence of word complexity (number of strokes), word frequency, and word predictability on differe...
متن کاملLexical predictability exerts robust effects on fixation duration, but not on initial landing position during reading.
An eye movement experiment was conducted to examine effects of local lexical predictability on fixation durations and fixation locations during sentence reading. In the high-predictability condition, a verb strongly constrained the lexical identity of the following word, while in the low-predictability condition the target word could not be predicted on the basis of the verb. The results showed...
متن کاملChanging word usage predicts changing word durations in New Zealand English
This paper investigates the emergence of lexicalized effects of word usage on word duration by looking at parallel changes in usage and duration over 130years in New Zealand English. Previous research has found that frequent words are shorter, informative words are longer, and words in utterance-final position are also longer. It has also been argued that some of these patterns are not simply o...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
- Cognition
دوره 133 1 شماره
صفحات -
تاریخ انتشار 2014